Ayesha Samreen

Ayesha Samreen

I’m a PhD student in Computer Science at Iowa State University, working on Responsible and Trustworthy AI. My research explores deep learning techniques in differential privacy and fairness. I’m passionate about making AI safer and fairer for everyone, and I love cooking new recipes and playing games.

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Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

Multilingual Vision-Language Alignment for Cross-Lingual Retrieval

Developed a multilingual cross-modal retrieval system by aligning CLIP image embeddings with XLM-R text embeddings using contrastive learning and knowledge distillation, enabling efficient image-text retrieval across multiple languages without retraining large models.

Weather Data Analysis and Forecast

Analyzed, transformed, and evaluated the large data sets in the data pipeline, constructing various neural network models from scratch to improve time-series predictions. Performed batch processing

Flybnb

Developed a property management website with the MERN stack (React, Bootstrap, Express, Node.js, MongoDB). Implemented user sign-up/login, search, bookings, and reviews features, boosting user engagement. Adopted microservices architecture, developed REST APIs for CRUD operations, and used AJAX calls.

Wonder Library

Led the design and development of an RDBMS for library management with MySQL, ensuring adherence to ACID. Designed an EER diagram and implemented a normalized schema, reducing redundancy and data consistency. Created SQL queries and VIEWs to display popular books, top gold members, etc to improve query efficiency.

Privacy Preserving DL with Intel SGX

Implemented privacy-preserving DL model using Intel SGX, enabling secure model training and inference within a Trusted Execution Environment; Evaluated performance trade-offs between SGX-secured and traditional executions for lightweight neural networks.

V6 File System

Developed a modified V6 file system using C from scratch. Utilized Unix system calls to execute file system operations.

publications

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.